{"id":"W3212684746","doi":"10.15353/cjo.v47i1.4414","title":"Correcting the Unilateral Aphake","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnification; Contact lens; Optometry; Lens (geology); Visual acuity; Medicine; Balance (ability); Ophthalmology; Computer science; Optics; Artificial intelligence; Physics; Physical medicine and rehabilitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002123864,0.000470866,0.001198448,0.004258926,0.0007392156,0.0003049084,0.0008969586,0.0004553999,0.003111786],"category_scores_gemma":[0.001963691,0.0003804099,0.000864434,0.003912866,0.000570022,0.0005440928,0.00002591938,0.002616188,0.00004987633],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101952,"about_ca_system_score_gemma":0.01671113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035392,"about_ca_topic_score_gemma":0.002121126,"domain_scores_codex":[0.9956354,0.000333642,0.001618482,0.0003011425,0.0007187982,0.001392504],"domain_scores_gemma":[0.9904734,0.00041609,0.001195586,0.0005114668,0.002552386,0.004850992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008964236,0.0000430081,0.9643724,0.00007092633,0.0007998618,0.02103158,0.0008499351,0.000179081,0.0001139436,0.000007676272,0.01023693,0.002204997],"study_design_scores_gemma":[0.002145985,0.0004410911,0.8184567,0.0006135657,0.0004780081,0.1619056,0.004549705,0.00003276063,0.0008060092,0.00001133619,0.01018155,0.0003776696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720364,0.009126691,0.0001882849,0.009158585,0.004902737,0.0001560897,0.00005071459,0.000005589119,0.004374871],"genre_scores_gemma":[0.9938241,0.00009927966,0.001018565,0.00219839,0.001051168,0.000001102202,0.00001174888,0.00008485773,0.001710736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1459157,"threshold_uncertainty_score":0.9998648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611676120775785,"score_gpt":0.326096660636934,"score_spread":0.3099798994291762,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}